You can access the LinkedIn Post Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "liPostUrl": "https://www.linkedin.com/posts/example-user_example-topic-ugcPost-1234567890123456789-example/",
10    "profileId": "example-profile-id",
11    "li_at": "example_li_at",
12    "JSESSIONID": "ajax:example",
13    "bcookie": "example_bcookie",
14    "liap": "true",
15    "li_theme_set": "app",
16    "li_theme": "light",
17    "timezone": "Asia/Kolkata",
18    "bscookie": "example_bscookie",
19    "user-agent": "Mozilla/5.0 ...",
20    "timezoneOffset": "5.5",
21    "csrf-token": "example_csrf-token",
22    "User-Agent": "Mozilla/5.0 ...",
23    "x-li-track": "{\"clientVersion\":\"1.13.455\"}",
24    "x-li-lang": "en_US",
25    "X-Restli-Protocol-Version": "2.0.0",
26    "txSmSelfProfileUrl": "https://www.linkedin.com/in/example-self/",
27    "proxy": {
28        "ip": "http://proxy.example.com",
29        "port": "1080",
30        "username": "example_username",
31        "password": "example_password",
32    },
33}
34
35# Run the Actor and wait for it to finish
36run = client.actor("automationagents/linkedin-post-scraper").call(run_input=run_input)
37
38# Fetch and print Actor results from the run's dataset (if there are any)
39print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
40for item in client.dataset(run["defaultDatasetId"]).iterate_items():
41    print(item)
42
43# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Post Scraper API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Post Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LinkedIn Post Scraper API in JavaScript

LinkedIn Post Scraper API through CLI

LinkedIn Post Scraper OpenAPI definition

LinkedIn Post Scraper API

LinkedIn Post Search Export

automationagents/linkedin-post-search-export

Export LinkedIn post search results from an authenticated session.

Alex Jordan

LinkedIn Post Comments Export

automationagents/linkedin-post-comments-export

Export commenters from a LinkedIn post using an authenticated session.

Alex Jordan

LinkedIn Post Likers Export

automationagents/linkedin-post-likers-export

Export likers from a LinkedIn post using an authenticated session.

Alex Jordan

Linkedin Post Likes Scraper

clothefobia/linkedin-post-likes-scraper

Linkedin Post Likes Scraper-extract Post Likes from any LinkedIn post with our LinkedIn Post Like Scraper. Fast, secure, and no coding required.

clothe fobia

linkedin post date extractor

unlimitedleadtestinbox/linkedin-post-date-extractor

Find the post date for any LinkedIn post

unli

Linkedin Post Creation Date

data_link_miner/linkedin-post-creation-date

Linkedin Post Creation Date Scraper. From a linkedin post url, get the post publication date from when the author created the post

Data LinkMiner

5.0

Linkedin Post Scraper

bestscrapers/linkedin-post-scraper

The **Linkedin Post Scraper** is a powerful tool designed to extract detailed post data from public LinkedIn profiles — without the need for cookies or login.

Linkedin Scrapers

222

5.0

Linkedin Post Scraper

scrapapi/linkedin-post-scraper

Extract data from LinkedIn posts using this scraper. Collect post text, author details, post URLs, likes, comments, shares, and timestamps. Useful for content research, lead generation, brand monitoring, competitor analysis, and tracking engagement on LinkedIn posts.

ScrapAPI

LinkedIn Post Scraper - Extract Post Data by URL

thirdwatch/linkedin-post-scraper

Scrape a single LinkedIn post by URL. Extracts post text, author, timestamp, reactions, comment count, reposts, and media. No login or cookies needed.

Thirdwatch

Linkedin Post Like Scraper

bhansalisoft/linkedin-post-like-scraper

Linkedin Post Like Scraper- Easily extract likes detail from any LinkedIn post with our LinkedIn Post Like Scraper. Fast, secure, and no coding required.